Ethnic differences in respiratory disease for Native Hawaiians and Pacific Islanders: Analysis of mediation processes in two community samples
PLOS ONE
RESEARCH ARTICLE
Ethnic differences in respiratory disease for
Native Hawaiians and Pacific Islanders:
Analysis of mediation processes in two
community samples
Thomas A. Wills ID1*, Joseph Keawe’aimoku Kaholokula2, Pallav Pokhrel1, Ian Pagano ID1
a1111111111
a1111111111
a1111111111
a1111111111
a1111111111
1 Cancer Prevention in the Pacific Program, University of Hawaii Cancer Center, Honolulu, Hawaii, United
States of America, 2 Department of Native Hawaiian Health, John A. Burns School of Medicine, University of
Hawaii at Manoa, Honolulu, Hawaii, United States of America
*
Abstract
OPEN ACCESS
Objective
Citation: Wills TA, Kaholokula JK, Pokhrel P,
Pagano I (2023) Ethnic differences in respiratory
disease for Native Hawaiians and Pacific Islanders:
Analysis of mediation processes in two community
samples. PLoS ONE 18(8): e0290794. https://doi.
org/10.1371/journal.pone.0290794
The prevalence of asthma and chronic obstructive pulmonary disorder (COPD) is elevated
for Native Hawaiians but the basis for this differential is not well understood. We analyze
data on asthma and COPD in two samples including Native Hawaiians Pacific Islanders,
and Filipinos to determine how ethnicity is related to respiratory disease outcomes.
Editor: Yasunori Sato, Keio University School of
Medicine, JAPAN
Methods
Received: March 31, 2023
Accepted: August 15, 2023
Published: August 25, 2023
Peer Review History: PLOS recognizes the
benefits of transparency in the peer review
process; therefore, we enable the publication of
all of the content of peer review and author
responses alongside final, published articles. The
editorial history of this article is available here:
https://doi.org/10.1371/journal.pone.0290794
Copyright: © 2023 Wills et al. This is an open
access article distributed under the terms of the
Creative Commons Attribution License, which
permits unrestricted use, distribution, and
reproduction in any medium, provided the original
author and source are credited.
Data Availability Statement: The data are available
by request to the Hawaii State Department of
Health, Hawaii Health Data Warehouse: https://
hhdw.org/. The data are owned by a third party, the
We analyzed the 2016 and 2018 Behavioral Risk Factor Surveillance Survey (BRFSS), a
telephone survey of participants ages 18 and over in the State of Hawaii. Criterion variables
were a diagnosis of asthma or COPD by a health professional. Structural equation modeling
tested how five hypothesized risk factors (cigarette smoking, e-cigarette use, second-hand
smoke exposure, obesity, and financial stress) mediated the ethnic differential in the likelihood of disease. Age, sex, and education were included as covariates.
Results
Structural modeling with 2016 data showed that Native Hawaiian ethnicity was related to
higher levels of the five risk factors and each risk factor was related to a higher likelihood of
respiratory disease. Indirect effects were statistically significant in almost all cases, with
direct effects to asthma and COPD also observed. Mediation effects through comparable
pathways were also noted for Pacific Islanders and Filipinos. These findings were replicated
with data from the 2018 survey.
Conclusions
Native Hawaiian and Pacific Islander ethnicity is associated with greater exposure to five
risk factors and this accounts in part for the ethnic differential in respiratory disease
PLOS ONE | https://doi.org/10.1371/journal.pone.0290794 August 25, 2023
1 / 18
PLOS ONE
Hawaii State Department of Health. There are some
restrictions on the data provided: HHDW will not
release data on zip codes or certain other
demographic information that could be used to
identify an individual participant. Zip codes are
restricted because Hawaii is a relatively small state
with diverse ethnicity, and a person who had data
on ethnicity and zip code could possibly identify a
participant through deductive identification (e.g.,
the only female Tongan in the Kona Zip code). If
there are any questions about this they can be
directed to Dr Tonya Lowery St. John
().
Funding: This work was supported in part by grant
#P30 CA071789 from the National Cancer Institute
(TAW), grant #U54 GM138062 from the National
Institute of General Medical Sciences (KK), and by
grants # R01 CA228905 from the National Cancer
Institute and #R01 DA053766 from the National
Institute on Drug Abuse (PP). The funding agencies
played no role in analysis and interpretation of the
data, preparation of the manuscript, and decision
to submit the manuscript for publication. The
content is solely the responsibility of the authors
and does not necessarily reflect official policy of the
U.S. Department of Health and Human Services.
Competing interests: The authors declared that no
competing interests exist.
Mediation processes for ethnicity and respiratory disorder
outcomes. The results support a social-ecological model of health disparities in this population. Implications of the findings for preventive interventions are discussed.
Introduction
This research examines asthma and chronic obstructive pulmonary disease (COPD) in Native
Hawaiians and Pacific Islanders. Recent commentaries have observed that there is a marked
underrepresentation of these populations in health research and have noted that this can
undermine health equity [1,2]. Addressing this issue requires disaggregating groups that have
previously been combined in prevalence research [3] and testing for differential exposures that
may produce disparities in health or disease in these populations [1]. We address this by
reporting disaggregated data on the prevalence of respiratory disease for Native Hawaiians and
other racial/ethnic groups in the population of Hawaii, delineating ethnic differences in exposure to risk factors for these conditions, and analyzing how ethnic differences in exposure are
linked to respiratory outcomes.
Existing data have indicated that Native Hawaiians have the highest mortality rate for several types of cancer [4,5] and also suffer from higher rates of cardiovascular disease [6,7],
which has been suggested as a factor in their lower life expectancy [8,9]. There has been less
attention to respiratory conditions, such as asthma and COPD. Asthma is a common condition that affects all age groups, having an adverse impact on quality of life and health care costs
[10,11]. COPD is a disease condition prevalent in adulthood and is a significant contributor to
mortality both in the U.S. and worldwide [12,13]. Asthma and COPD have both been demonstrated to be risk factors for lung cancer in general populations [14,15] and among nonsmokers [16].
At present there is limited information about differences in respiratory disease for Native
Hawaiians and Pacific Islanders. A 2010 telephone-based population survey indicated the
prevalence of asthma among Native Hawaiian adults was 152 per 1,000 compared with 115 per
1,000 for the state as a whole [17]. Further surveys in 2 (...truncated)